- Editors' Suggestion
- Open Access
Rare-Event Quantum Sensing Using Logical Qubits
Phys. Rev. Lett. 137, 180802 – Published 30 October, 2026
DOI: https://doi.org/10.1103/q4lp-htgw
Abstract
We present a novel protocol to detect rare signals in a noisy environment using quantum error correction (QEC). The key feature of our protocol is the discrimination between signal and noise through distinct higher-order correlations, realized by the nonlinear processing that occurs during syndrome extraction in QEC. In this scheme, QEC has two effects. First, it sacrifices part of the signal by recording a reduced, stochastic, logical phase . Second, it corrects the physical noise and extends the (logical) coherence time for signal acquisition. For rare signals occurring at random times in the presence of local Markovian noise, we explicitly demonstrate an improved sensitivity of our approach over more conventional sensing strategies.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (71)
- V. Giovannetti, S. Lloyd, and L. Maccone, Phys. Rev. Lett. 96, 010401 (2006).
- C. L. Degen, F. Reinhard, and P. Cappellaro, Rev. Mod. Phys. 89, 035002 (2017).
- L. Pezzè, A. Smerzi, M. K. Oberthaler, R. Schmied, and P. Treutlein, Rev. Mod. Phys. 90, 035005 (2018).
- J. R. Maze, P. L. Stanwix, J. S. Hodges, S. Hong, J. M. Taylor, P. Cappellaro, L. Jiang, M. V. G. Dutt, E. Togan, A. Zibrov et al., Nature (London) 455, 644 (2008).
- N. Hinkley, J. A. Sherman, N. B. Phillips, M. Schioppo, N. D. Lemke, K. Beloy, M. Pizzocaro, C. W. Oates, and A. D. Ludlow, Science 341, 1215 (2013).
- B. Bloom, T. Nicholson, J. Williams, S. Campbell, M. Bishof, X. Zhang, W. Zhang, S. Bromley, and J. Ye, Nature (London) 506, 71 (2014).
- B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari et al., Phys. Rev. Lett. 116, 061102 (2016).
- R. H. Parker, C. Yu, W. Zhong, B. Estey, and H. Müller, Science 360, 191 (2018).
- C. Overstreet, P. Asenbaum, J. Curti, M. Kim, and M. A. Kasevich, Science 375, 226 (2022).
- F. Bonus, C. Knapp, C. Valahu, M. Mironiuc, S. Weidt, and W. Hensinger, Nat. Phys. 21, 1189 (2025).
- T. Nagata, R. Okamoto, J. L. O’Brien, K. Sasaki, and S. Takeuchi, Science 316, 726 (2007).
- C. Gross, T. Zibold, E. Nicklas, J. Esteve, and M. K. Oberthaler, Nature (London) 464, 1165 (2010).
- I. D. Leroux, M. H. Schleier-Smith, and V. Vuletić, Phys. Rev. Lett. 104, 073602 (2010).
- LIGO Scientific Collaboration, Nat. Phys. 7, 962 (2011).
- W. Muessel, H. Strobel, D. Linnemann, D. B. Hume, and M. K. Oberthaler, Phys. Rev. Lett. 113, 103004 (2014).
- D. Lachance-Quirion, S. P. Wolski, Y. Tabuchi, S. Kono, K. Usami, and Y. Nakamura, Science 367, 425 (2020).
- K. A. Gilmore, M. Affolter, R. J. Lewis-Swan, D. Barberena, E. Jordan, A. M. Rey, and J. J. Bollinger, Science 373, 673 (2021).
- W. J. Eckner, N. Darkwah Oppong, A. Cao, A. W. Young, W. R. Milner, J. M. Robinson, J. Ye, and A. M. Kaufman, Nature (London) 621, 734 (2023).
- G. Bornet, G. Emperauger, C. Chen, B. Ye, M. Block, M. Bintz, J. A. Boyd, D. Barredo, T. Comparin, F. Mezzacapo et al., Nature (London) 621, 728 (2023).
- S. E. Crawford, R. A. Shugayev, H. P. Paudel, P. Lu, M. Syamlal, P. R. Ohodnicki, B. Chorpening, R. Gentry, and Y. Duan, Adv. Quantum Technol. 4, 2100049 (2021).
- N. Aslam, H. Zhou, E. K. Urbach, M. J. Turner, R. L. Walsworth, M. D. Lukin, and H. Park, Nat. Rev. Phys. 5, 157 (2023).
- S. F. Huelga, C. Macchiavello, T. Pellizzari, A. K. Ekert, M. B. Plenio, and J. I. Cirac, Phys. Rev. Lett. 79, 3865 (1997).
- A. Fujiwara and H. Imai, J. Phys. A 41, 255304 (2008).
- B. Escher, R. L. de Matos Filho, and L. Davidovich, Nat. Phys. 7, 406 (2011).
- R. Demkowicz-Dobrzański, J. Kołodyński, and M. Guţá, Nat. Commun. 3, 1063 (2012).
- R. Chaves, J. B. Brask, M. Markiewicz, J. Kołodyński, and A. Acín, Phys. Rev. Lett. 111, 120401 (2013).
- R. Demkowicz-Dobrzański and L. Maccone, Phys. Rev. Lett. 113, 250801 (2014).
- D. Bluvstein, S. J. Evered, A. A. Geim, S. H. Li, H. Zhou, T. Manovitz, S. Ebadi, M. Cain, M. Kalinowski, D. Hangleiter et al., Nature (London) 626, 58 (2024).
- Google Quantum AI and Collaborators, Nature (London) 638, 920 (2025).
- B. L. Brock, S. Singh, A. Eickbusch, V. V. Sivak, A. Z. Ding, L. Frunzio, S. M. Girvin, and M. H. Devoret, Nature (London) 641, 612 (2025).
- S. Krinner, N. Lacroix, A. Remm, A. Di Paolo, E. Genois, C. Leroux, C. Hellings, S. Lazar, F. Swiadek, J. Herrmann et al., Nature (London) 605, 669 (2022).
- P. Schindler, J. T. Barreiro, T. Monz, V. Nebendahl, D. Nigg, M. Chwalla, M. Hennrich, and R. Blatt, Science 332, 1059 (2011).
- H. Putterman, K. Noh, C. T. Hann, G. S. MacCabe, S. Aghaeimeibodi, R. N. Patel, M. Lee, W. M. Jones, H. Moradinejad, R. Rodriguez et al., Nature (London) 638, 927 (2025).
- B. M. Terhal, Rev. Mod. Phys. 87, 307 (2015).
- W. Dür, M. Skotiniotis, F. Fröwis, and B. Kraus, Phys. Rev. Lett. 112, 080801 (2014).
- E. M. Kessler, I. Lovchinsky, A. O. Sushkov, and M. D. Lukin, Phys. Rev. Lett. 112, 150802 (2014).
- G. Arrad, Y. Vinkler, D. Aharonov, and A. Retzker, Phys. Rev. Lett. 112, 150801 (2014).
- T. Unden, P. Balasubramanian, D. Louzon, Y. Vinkler, M. B. Plenio, M. Markham, D. Twitchen, A. Stacey, I. Lovchinsky, A. O. Sushkov, M. D. Lukin, A. Retzker, B. Naydenov, L. P. McGuinness, and F. Jelezko, Phys. Rev. Lett. 116, 230502 (2016).
- D. Layden, S. Zhou, P. Cappellaro, and L. Jiang, Phys. Rev. Lett. 122, 040502 (2019).
- R. Demkowicz-Dobrzański, J. Czajkowski, and P. Sekatski, Phys. Rev. X 7, 041009 (2017).
- P. Sekatski, M. Skotiniotis, J. Kołodyński, and W. Dür, Quantum 1, 27 (2017).
- S. Zhou, M. Zhang, J. Preskill, and L. Jiang, Nat. Commun. 9, 78 (2018).
- S. Zhou and L. Jiang, PRX Quantum 2, 010343 (2021).
This protocol targets the limiting case of extremely rare events, while generically, we do not expect to gain an advantage from logical sensing at large signal rates.
Similar approaches have recently been explored to stochastically implementing small-angle transversal logical gates in quantum codes.
- E. Huang, P.-G. Rozon, A. Dua, S. Gopalakrishnan, and M. J. Gullans, arXiv:2510.01319.
- H. Choi, F. T. Chong, D. Englund, and Y. Ding, arXiv:2303.17380.
- R. Ismail, I. Chen, C. Zhao, R. Weiss, F. Liu, H. Zhou, S.-T. Wang, A. Sornborger, and M. Kornjača, PRX Quantum 7, 020343 (2026).
- N. Yoshioka, A. Seif, A. Cross, and A. Javadi-Abhari, arXiv:2510.08290.
The precise requirements on the size of will be clarified below.
The sensitivity changes for , since, in that regime, sensing intervals with and without signal pulse can be distinguished with single shots with high success probability.
- See Supplemental Material http://link.aps.org/supplemental/10.1103/q4lp-htgw for further details, which includes Ref. [53].
- G. Last and M. Penrose, Lectures on the Poisson Process (Cambridge University Press, Cambridge, England, 2018), Vol. 7.
In fact, it is not necessary to perform the error correction step; performing the syndrome measurements suffices.
Of course, in practice, there is a lower limit for set by the error-correction cycle time .
In Figs. 4–4, we evaluate Eq. (7) throughout. For small , the optimal sensing interval can exceed the total sensing time , such that a single sensing interval is optimal [regime (i)] and the achievable Fisher information is smaller. We neglect this effect here.
Note that, in both cases, we are working in the many-pulse regime, where the number of pulses per logical sensing interval is large, i.e., . Especially in the second case, (ii), this number can become so large that the average acquired phase exceeds , which needs to be taken into account appropriately.
- D. Layden and P. Cappellaro, npj Quantum Inf. 4, 30 (2018).
- P. Sekatski, S. Wölk, and W. Dür, Phys. Rev. Res. 2, 023052 (2020).
- J. Bate, A. Hamann, M. Canteri, A. Winkler, Z. X. Koong, V. Krutyanskiy, W. Dür, and B. P. Lanyon, Phys. Rev. Lett. 135, 220801 (2025).
- Y.-X. Wang, J. Bringewatt, A. Seif, A. J. Brady, C. Oh, and A. V. Gorshkov, arXiv:2410.05878.
Such noise processes can also be addressed with decoherence-free subspaces.
- N.-C. Chiu, E. C. Trapp, J. Guo, M. H. Abobeih, L. M. Stewart, S. Hollerith, P. L. Stroganov, M. Kalinowski, A. A. Geim, S. J. Evered et al., Nature (London) 646, 1075 (2025).
- F. Gyger, M. Ammenwerth, R. Tao, H. Timme, S. Snigirev, I. Bloch, and J. Zeiher, Phys. Rev. Res. 6, 033104 (2024).
- C. D. Bruzewicz, R. McConnell, J. Chiaverini, and J. M. Sage, Nat. Commun. 7, 13005 (2016).
- J. A. Muniz et al., arXiv:2506.09936.
- Y. Li, Y. Bao, M. Peper, C. Li, and J. D. Thompson, arXiv:2506.15633.
- D. F. Jackson Kimball and K. Van Bibber, The Search for Ultralight Bosonic Dark Matter (Springer Nature, Cham, Switzerland, 2023).
- C. Cahillane and G. Mansell, Galaxies 10, 36 (2022).
- R. R. Allen, F. Machado, I. L. Chuang, H.-Y. Huang, and S. Choi, arXiv:2501.07625.
- R. Ott et al., Rare-event sensing using logical qubits (data and code), Zenodo, 10.5281/zenodo.22961280 (2026).